Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-23 0.147210 0.161303 0.176617 0.194573 0.215155 0.238132 0.265896
2025-03-30 0.119569 0.138025 0.159615 0.187056 0.221472 0.263859 0.321063
2025-04-06 0.102428 0.122555 0.147350 0.180767 0.225641 0.285391 0.373860
2025-04-13 0.090660 0.111428 0.138037 0.175582 0.228854 0.304569 0.426158
2025-04-20 0.084920 0.106986 0.136312 0.179538 0.244273 0.342575 0.514614
2025-04-27 0.081180 0.104589 0.136759 0.186156 0.264075 0.390438 0.632281
2025-05-04 0.077801 0.102220 0.136787 0.191861 0.283013 0.440432 0.769956
2025-05-11 0.074472 0.099531 0.135937 0.195892 0.299584 0.489617 0.924225
2025-05-18 0.070332 0.095267 0.132249 0.194790 0.306933 0.523009 1.057208
2025-05-25 0.065109 0.088993 0.124915 0.186781 0.300538 0.527676 1.122364
2025-06-01 0.061417 0.084772 0.120434 0.183095 0.301581 0.547907 1.237558
2025-06-08 0.058731 0.081900 0.117848 0.182372 0.308126 0.581476 1.407841
2025-06-15 0.056519 0.079696 0.116290 0.183533 0.319101 0.629243 1.657051
2025-06-22 0.052901 0.075077 0.110447 0.176347 0.311914 0.631852 1.755471
2025-06-29 0.049836 0.071175 0.105553 0.170488 0.306796 0.638819 1.877979
2025-07-06 0.047214 0.067849 0.101419 0.165690 0.303354 0.649592 2.026585
2025-07-13 0.046224 0.067114 0.101662 0.169335 0.319381 0.718544 2.502030
2025-07-20 0.045679 0.067069 0.103083 0.175436 0.342219 0.815753 3.259631
2025-07-27 0.045019 0.066784 0.104042 0.180689 0.364055 0.919169 4.257762
2025-08-03 0.044169 0.066121 0.104257 0.184397 0.382740 1.020621 5.503410
2025-08-10 0.042738 0.064380 0.102365 0.183383 0.388786 1.079100 6.556652
2025-08-17 0.040572 0.061270 0.097746 0.176010 0.376370 1.061997 6.792600
2025-08-24 0.039042 0.059213 0.095010 0.172614 0.374677 1.088498 7.649654